A committee machine gas identification system based on dynamically reconfigurable FPGA

Keyphrases

• Field Programmable Gate Arrays 100%
• Committee Machine 100%
• Systems-based 100%
• Gas Identification 100%
• Dynamically Reconfigurable 100%
• Identification System 100%
• Hardware Resources 50%
• Accuracy Improvement 50%
• Gaussian Mixture Model 25%
• Computationally Intensive 25%
• Hardware Implementation 25%
• Pattern Recognition 25%
• Combustible Gas 25%
• Identification Algorithm 25%
• K-nearest Neighbor (K-NN) 25%
• Tin Oxide 25%
• Machine Learning Classifiers 25%
• Real-time Sensor Data 25%
• Individual Classifiers 25%
• Array chip 25%
• Probabilistic Principal Component Analysis 25%
• Array Techniques 25%
• Time-multiplexing 25%
• Multilayer Perceptron 25%
• Radial Basis Function 25%
• Decision Stages 25%
• Oxide Gas Sensor 25%
• Three-stage Sampling 25%

Computer Science

• System Identification 100%
• Field Programmable Gate Arrays 100%
• Hardware Resource 50%
• Gaussian Mixture Model 25%
• Hardware Implementation 25%
• Individual Classifier 25%
• Multiplexing 25%
• Principal Components 25%
• Radial Basis Function 25%
• Multilayer Perceptron 25%
• Component Analysis 25%
• Identification Algorithm 25%
• Pattern Recognition 25%
• K-near neighbor classifier 25%

Engineering

• Field Programmable Gate Arrays 100%
• Combustible Gas 25%
• Principal Components 25%
• Gas Sensor 25%
• Radial Basis Function 25%
• Gaussian Mixture Model 25%
• Multiplexing 25%
• Component Analysis 25%
• Sensor Data 25%
• Pattern Recognition 25%
• Nearest Neighbor 25%
• Perceptron 25%